A Lensless Camera Simulator via Deep Learning

Zheng Huang, Xin Liu,Sigang Yang,Wanxin Shi,Chen Qian,Hongwei Chen,Yuyang Han,Wentao Liu

2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings (ACP/POEM)（2023）

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摘要

We present a generative adversarial network that can simulate a lensless camera. This can efficiently generate datasets to fine-tune the electrical neural network against the gap between actual optical encoders and forward models in simulations.

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关键词

simulator,lensless camera,generative adversarial network,fine-tune

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